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ORCIDXiaoping Liu 0001
Person information
- affiliation (PhD 2008): Sun Yat-sen University, School of Geography and Planning, Guangdong Provincial Key Laboratory of Urbanization and Geo-Simulation, Guangzhou, China
Other persons with the same name
- Xiaoping Liu — disambiguation page
- Xiaoping Liu 0002
![[0000-0002-3246-4227]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-3246-4227")
— University of Chinese Academy of Sciences, Hangzhou Institute for Advanced Study, Beijing, China (and 4 more) - Xiaoping Liu 0003 — Hefei University of Technology, Key Laboratory of Knowledge Engineering with Big Data, Hefei, China (and 3 more)
- Xiaoping Liu 0004 — Lakehead University, Faculty of Engineering, Thunder Bay, ON, Canada (and 2 more)
- Xiaoping Liu 0005 — Harbin Institute of Technology, Communication Research Center, China
- Xiaoping Liu 0006 — Tsinghua University, Department of Precision Instrument, Beijing, China
- Xiaoping Liu 0007 — Northeastern University, D'Amore-McKim School of Business, Boston, MA, USA
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2020 – today
- 2024
[j75]Yaotong Cai, Peng Zhu, Xiaoping Liu, Yan Zhou:
Forest fragmentation trends and modes in China: Implications for conservation and restoration. Int. J. Appl. Earth Obs. Geoinformation 133: 104094 (2024)- [j74]Zihao Zhou, Yimin Chen, Xiaoping Liu, Xinchang Zhang, Honghui Zhang:
A maps-to-maps approach for simulating urban land expansion based on convolutional long short-term memory neural networks. Int. J. Geogr. Inf. Sci. 38(3): 503-526 (2024) - [j73]Ming Jiang, Yimin Chen, Zhe Dong, Xiaoping Liu, Xinchang Zhang, Honghui Zhang:
Multiscale Fusion CNN-Transformer Network for High-Resolution Remote Sensing Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 5280-5293 (2024) - [j72]Fangjie Zhu, Zhenhao Chen, Haoyang Li, Qian Shi, Xiaoping Liu:
CEDAnet: Individual Tree Segmentation in Dense Orchard via Context Enhancement and Density Prior. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 7040-7051 (2024) - [j71]Yangzi Che, Xuecao Li, Qian Shi, Xiaoping Liu:
A Simple and Reliable Method for Estimating Building-Scale Height Based on Multisource Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 8302-8312 (2024) - [j70]Tao Liu, Xiaoping Liu, Yaotong Cai:
Urban Trees Expansion and Exposure Improvement in China: Insights From Satellite Observations (1985-2023). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 9694-9705 (2024) - [c3]Yaotong Cai, Xiaoping Liu:
Mapping China's Annual Tree Cover: A Holistic and Efficient Framework Integrating Satellite Imagery and Advanced Modeling. IGARSS 2024: 3000-3003 - 2023
- [j69]Yaotong Cai, Qian Shi, Xiaocong Xu, Xiaoping Liu:
A novel approach towards continuous monitoring of forest change dynamics in fragmented landscapes using time series Landsat imagery. Int. J. Appl. Earth Obs. Geoinformation 118: 103226 (2023) - [j68]Yaotong Cai, Yutian Zhang, Liyu Ma, Kaijian Luo, Xiaoping Liu, Bingjie Li, Haoming Zhuang:
An Adaptive Stacking Regressor With a Self-Iterative Optimization Module for Improving Fractional Woody Cover Mapping. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - 2022
- [j67]Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Liangpei Zhang:
Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network. Int. J. Appl. Earth Obs. Geoinformation 106: 102667 (2022) - [j66]Xiaocong Xu, Dachuan Zhang, Xiaoping Liu, Jinpei Ou, Xinxin Wu:
Simulating multiple urban land use changes by integrating transportation accessibility and a vector-based cellular automata: a case study on city of Toronto. Geo spatial Inf. Sci. 25(3): 439-456 (2022) - [j65]Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Xiaoding Liu:
Spectral-Spatial Fusion Sub-Pixel Mapping Based on Deep Neural Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j64]Haoming Zhuang, Xiaoping Liu, Xun Liang, Yuchao Yan, Jinqiang He, Yiling Cai, Changjiang Wu, Xinchang Zhang, Honghui Zhang:
Tensor-CA: A high-performance cellular automata model for land use simulation based on vectorization and GPU. Trans. GIS 26(2): 755-778 (2022) - [j63]Haoming Zhuang, Xiaoping Liu, Yuchao Yan, Dachuan Zhang, Jialyu He, Jinqiang He, Xinchang Zhang, Honghui Zhang, Manchun Li:
Integrating a deep forest algorithm with vector-based cellular automata for urban land change simulation. Trans. GIS 26(4): 2056-2080 (2022) - [j62]Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang:
Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j61]Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang:
A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j60]Xiaocong Xu, Xiaoping Liu, Xia Li, Qian Shi, Yimin Chen, Bin Ai:
Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - 2021
- [j59]Haoming Zhuang, Xiaoping Liu, Yuchao Yan, Jinpei Ou, Jialyu He, Changjiang Wu:
Mapping Multi-Temporal Population Distribution in China from 1985 to 2010 Using Landsat Images via Deep Learning. Remote. Sens. 13(17): 3533 (2021) - [j58]Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Xinchang Zhang:
Deep Subpixel Mapping Based on Semantic Information Modulated Network for Urban Land Use Mapping. IEEE Trans. Geosci. Remote. Sens. 59(12): 10628-10646 (2021) - [c2]Da He, Yanfei Zhong, Qian Shi, Xiaoping Liu:
Rethinking the High Frequency Components in Deep Sub-Pixel Mapping Network. IGARSS 2021: 5366-5369 - [i3]Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang:
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions. CoRR abs/2103.00188 (2021) - [i2]Qian Shi, Xiaolei Qin, Lingyu Sun, Zitao Shen, Xiaoping Liu, Xiaocong Xu, Jiaxin Tian, Rong Liu, Andrea Marinoni:
Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images. CoRR abs/2108.04173 (2021) - 2020
- [j57]Xun Liang, Xiaoping Liu, Guangliang Chen, Jiye Leng, Youyue Wen, Guangzhao Chen:
Coupling fuzzy clustering and cellular automata based on local maxima of development potential to model urban emergence and expansion in economic development zones. Int. J. Geogr. Inf. Sci. 34(10): 1930-1952 (2020) - [j56]Qian Shi, Mengxi Liu, Xiaoping Liu, Penghua Liu, Pengyuan Zhang, Jinxing Yang, Xia Li:
Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images. IEEE Geosci. Remote. Sens. Lett. 17(8): 1430-1434 (2020)
2010 – 2019
- 2019
- [j55]Jinpei Ou, Xiaoping Liu, Penghua Liu, Xiaojuan Liu:
Evaluation of Luojia 1-01 nighttime light imagery for impervious surface detection: A comparison with NPP-VIIRS nighttime light data. Int. J. Appl. Earth Obs. Geoinformation 81: 1-12 (2019) - [j54]Yimin Chen, Xia Li, Xiaoping Liu, Hu Huang, Shifa Ma:
Simulating urban growth boundaries using a patch-based cellular automaton with economic and ecological constraints. Int. J. Geogr. Inf. Sci. 33(1): 55-80 (2019) - [j53]Boen Zhang, Gang Xu, Limin Jiao, Jiafeng Liu, Ting Dong, Zehui Li, Xiaoping Liu, Yaolin Liu:
The scale effects of the spatial autocorrelation measurement: aggregation level and spatial resolution. Int. J. Geogr. Inf. Sci. 33(5): 945-966 (2019) - [j52]Qian Shi, Yipeng Zhang, Xiaoping Liu, Kefei Zhao:
Regularised transfer learning for hyperspectral image classification. IET Comput. Vis. 13(2): 188-193 (2019) - [j51]Penghua Liu, Xiaoping Liu, Mengxi Liu, Qian Shi, Jinxing Yang, Xiaocong Xu, Yuanying Zhang:
Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network. Remote. Sens. 11(7): 830 (2019) - [j50]Xingdong Deng, Penghua Liu, Xiaoping Liu, Ruoyu Wang, Yuanying Zhang, Jialv He, Yao Yao:
Geospatial Big Data: New Paradigm of Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(10): 3841-3851 (2019) - 2018
- [j49]Qian Shi, Xiaoping Liu, Xia Li:
Road Detection From Remote Sensing Images by Generative Adversarial Networks. IEEE Access 6: 25486-25494 (2018) - [j48]Yuchao Yan, Xiaoping Liu, Jinpei Ou, Xia Li, Youyue Wen:
Assimilating multi-source remotely sensed data into a light use efficiency model for net primary productivity estimation. Int. J. Appl. Earth Obs. Geoinformation 72: 11-25 (2018) - [j47]Xiaoping Liu, Guohua Hu, Bin Ai, Xia Li, Guangjin Tian, Yimin Chen, Shaoying Li:
Simulating urban dynamics in China using a gradient cellular automata model based on S-shaped curve evolution characteristics. Int. J. Geogr. Inf. Sci. 32(1): 73-101 (2018) - [j46]Xiaoping Liu, Ning Niu, Xingjian Liu, He Jin, Jinpei Ou, Limin Jiao, Yaolin Liu:
Characterizing mixed-use buildings based on multi-source big data. Int. J. Geogr. Inf. Sci. 32(4): 738-756 (2018) - [j45]Xun Liang, Xiaoping Liu, Dan Li, Hui Zhao, Guangzhao Chen:
Urban growth simulation by incorporating planning policies into a CA-based future land-use simulation model. Int. J. Geogr. Inf. Sci. 32(11): 2294-2316 (2018) - [j44]Ran Liu, Wenkai Li, Xiaoping Liu, Xingcheng Lu, Tianhong Li, Qinghua Guo:
An Ensemble of Classifiers Based on Positive and Unlabeled Data in One-Class Remote Sensing Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(2): 572-584 (2018) - [j43]Yinghuai Huang, Xiaoping Liu, Xia Li, Yuchao Yan, Jinpei Ou:
Comparing the Effects of Temporal Features Derived From Synthetic Time-Series NDVI on Fine Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4618-4629 (2018) - [j42]Yimin Chen, Beibei Wang, Xiaoping Liu, Xia Li:
Mapping the spatial disparities in urban health care services using taxi trajectories data. Trans. GIS 22(2): 602-615 (2018) - [j41]Qian Shi, Xiaoping Liu, Xin Huang:
An Active Relearning Framework for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(6): 3468-3486 (2018) - [j40]Limin Jiao, Jiafeng Liu, Gang Xu, Ting Dong, Yanyan Gu, Boen Zhang, Yaolin Liu, Xiaoping Liu:
Proximity Expansion Index: An improved approach to characterize evolution process of urban expansion. Comput. Environ. Urban Syst. 70: 102-112 (2018) - 2017
- [j39]Yao Yao, Xia Li, Xiaoping Liu, Penghua Liu, Zhaotang Liang, Jinbao Zhang, Ke Mai:
Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model. Int. J. Geogr. Inf. Sci. 31(4): 825-848 (2017) - [j38]Yao Yao, Xiaoping Liu, Xia Li, Jinbao Zhang, Zhaotang Liang, Ke Mai, Yatao Zhang:
Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data. Int. J. Geogr. Inf. Sci. 31(6): 1220-1244 (2017) - [j37]Xia Li, Yimin Chen, Xiaoping Liu, Xiaocong Xu, Guangliang Chen:
Experiences and issues of using cellular automata for assisting urban and regional planning in China. Int. J. Geogr. Inf. Sci. 31(8): 1606-1629 (2017) - [j36]Xiaoping Liu, Jialv He, Yao Yao, Jinbao Zhang, Haolin Liang, Huan Wang, Ye Hong:
Classifying urban land use by integrating remote sensing and social media data. Int. J. Geogr. Inf. Sci. 31(8): 1675-1696 (2017) - [j35]Xinli Ke, Weiwei Zheng, Ting Zhou, Xiaoping Liu:
A CA-based land system change model: LANDSCAPE. Int. J. Geogr. Inf. Sci. 31(9): 1798-1817 (2017) - [j34]Ning Niu, Xiaoping Liu, He Jin, Xinyue Ye, Yu Liu, Xia Li, Yimin Chen, Shaoying Li:
Integrating multi-source big data to infer building functions. Int. J. Geogr. Inf. Sci. 31(9): 1871-1890 (2017) - [j33]Xuecao Li, Hui Lu, Yuyu Zhou, Tengyun Hu, Lu Liang, Xiaoping Liu, Guohua Hu, Le Yu:
Exploring the performance of spatio-temporal assimilation in an urban cellular automata model. Int. J. Geogr. Inf. Sci. 31(11): 2195-2215 (2017) - [j32]Yao Yao, Xiaoping Liu, Xia Li, Penghua Liu, Ye Hong, Yatao Zhang, Ke Mai:
Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata. Int. J. Geogr. Inf. Sci. 31(12): 2452-2479 (2017) - [j31]Yimin Chen, Xiaoping Liu, Xia Li:
Calibrating a Land Parcel Cellular Automaton (LP-CA) for urban growth simulation based on ensemble learning. Int. J. Geogr. Inf. Sci. 31(12): 2480-2504 (2017) - [j30]Yimin Chen, Xiaoping Liu, Xia Li:
Analyzing Parcel-Level Relationships between Urban Land Expansion and Activity Changes by Integrating Landsat and Nighttime Light Data. Remote. Sens. 9(2): 164 (2017) - [j29]Weilin Liao, Xiaoping Liu, Dagang Wang, Yanling Sheng:
The Impact of Energy Consumption on the Surface Urban Heat Island in China's 32 Major Cities. Remote. Sens. 9(3): 250 (2017) - [i1]Yao Yao, Xiaoping Liu, Dachuan Zhang, Zhaotang Liang, Yatao Zhang:
Simulation of Urban Expansion and Farmland Loss in China by Integrating Cellular Automata and Random Forest. CoRR abs/1705.05651 (2017) - 2016
- [j28]Jinpei Ou, Xiaoping Liu, Xia Li, Xun Shi:
Mapping Global Fossil Fuel Combustion CO2 Emissions at High Resolution by Integrating Nightlight, Population Density, and Traffic Network Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1674-1684 (2016) - 2015
- [j27]Xuecao Li, Xiaoping Liu, Peng Gong:
Integrating ensemble-urban cellular automata model with an uncertainty map to improve the performance of a single model. Int. J. Geogr. Inf. Sci. 29(5): 762-785 (2015) - [j26]Yihan Zhang, Xia Li, Xiaoping Liu, Jigang Qiao:
Self-modifying CA model using dual ensemble Kalman filter for simulating urban land-use changes. Int. J. Geogr. Inf. Sci. 29(9): 1612-1631 (2015) - [j25]Xiaoping Liu, Guohua Hu, Bin Ai, Xia Li, Qian Shi:
A Normalized Urban Areas Composite Index (NUACI) Based on Combination of DMSP-OLS and MODIS for Mapping Impervious Surface Area. Remote. Sens. 7(12): 17168-17189 (2015) - 2014
- [j24]Xiaoping Liu, Lei Ma, Xia Li, Bin Ai, Shaoying Li, Zhijian He:
Simulating urban growth by integrating landscape expansion index (LEI) and cellular automata. Int. J. Geogr. Inf. Sci. 28(1): 148-163 (2014) - [j23]Yimin Chen, Xia Li, Xiaoping Liu, Bin Ai:
Modeling urban land-use dynamics in a fast developing city using the modified logistic cellular automaton with a patch-based simulation strategy. Int. J. Geogr. Inf. Sci. 28(2): 234-255 (2014) - [j22]Xuecao Li, Xiaoping Liu, Le Yu:
A systematic sensitivity analysis of constrained cellular automata model for urban growth simulation based on different transition rules. Int. J. Geogr. Inf. Sci. 28(7): 1317-1335 (2014) - [j21]Bin Ai, Xiaoping Liu, Guohua Hu, Xia Li:
Improved Sub-Pixel Mapping Method Coupling Spatial Dependence With Directivity and Connectivity. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4887-4896 (2014) - [j20]Jiayong Liang, Xiaoping Liu, Kangning Huang, Xia Li, Dagang Wang, Xianwei Wang:
Automatic Registration of Multisensor Images Using an Integrated Spatial and Mutual Information (SMI) Metric. IEEE Trans. Geosci. Remote. Sens. 52(1): 603-615 (2014) - 2013
- [j19]Xia Li, Jinyao Lin, Yimin Chen, Xiaoping Liu, Bin Ai:
Calibrating cellular automata based on landscape metrics by using genetic algorithms. Int. J. Geogr. Inf. Sci. 27(3): 594-613 (2013) - [j18]Kangning Huang, Xiaoping Liu, Xia Li, Jiayong Liang, Shenjing He:
An improved artificial immune system for seeking the Pareto front of land-use allocation problem in large areas. Int. J. Geogr. Inf. Sci. 27(5): 922-946 (2013) - [j17]Xia Li, Yilun Liu, Xiaoping Liu, Yimin Chen, Bin Ai:
Knowledge transfer and adaptation for land-use simulation with a logistic cellular automaton. Int. J. Geogr. Inf. Sci. 27(10): 1829-1848 (2013) - [j16]Shaoying Li, Xia Li, Xiaoping Liu, Zhifeng Wu, Bin Ai, Fang Wang:
Simulation of spatial population dynamics based on labor economics and multi-agent systems: a case study on a rapidly developing manufacturing metropolis. Int. J. Geogr. Inf. Sci. 27(12): 2410-2435 (2013) - 2012
- [j15]Yimin Chen, Xia Li, Shujie Wang, Xiaoping Liu:
Defining agents' behaviour based on urban economic theory to simulate complex urban residential dynamics. Int. J. Geogr. Inf. Sci. 26(7): 1155-1172 (2012) - [j14]Xiaoping Liu, Xia Li, Xun Shi, Kangning Huang, Yilun Liu:
A multi-type ant colony optimization (MACO) method for optimal land use allocation in large areas. Int. J. Geogr. Inf. Sci. 26(7): 1325-1343 (2012) - [j13]Xia Li, Yihan Zhang, Xiaoping Liu, Yimin Chen:
Assimilating process context information of cellular automata into change detection for monitoring land use changes. Int. J. Geogr. Inf. Sci. 26(9): 1667-1687 (2012) - 2011
- [j12]Xia Li, Chunhua Lao, Xiaoping Liu, Yimin Chen:
Coupling urban cellular automata with ant colony optimization for zoning protected natural areas under a changing landscape. Int. J. Geogr. Inf. Sci. 25(4): 575-593 (2011) - [j11]Xia Li, Yimin Chen, Xiaoping Liu, Dan Li, Jinqiang He:
Concepts, methodologies, and tools of an integrated geographical simulation and optimization system. Int. J. Geogr. Inf. Sci. 25(4): 633-655 (2011) - [j10]Xiaoping Liu, Xia Li, Zhangzhi Tan, Yimin Chen:
Zoning farmland protection under spatial constraints by integrating remote sensing, GIS and artificial immune systems. Int. J. Geogr. Inf. Sci. 25(11): 1829-1848 (2011) - 2010
- [j9]Xiaoping Liu, Xia Li, Xun Shi, Xiaohu Zhang, Yimin Chen:
Simulating land-use dynamics under planning policies by integrating artificial immune systems with cellular automata. Int. J. Geogr. Inf. Sci. 24(5): 783-802 (2010) - [j8]Xia Li, Xiaohu Zhang, Anthony Gar-On Yeh, Xiaoping Liu:
Parallel cellular automata for large-scale urban simulation using load-balancing techniques. Int. J. Geogr. Inf. Sci. 24(6): 803-820 (2010) - [j7]Yimin Chen, Xia Li, Xiaoping Liu, Yilun Liu:
An agent-based model for optimal land allocation (AgentLA) with a contiguity constraint. Int. J. Geogr. Inf. Sci. 24(8): 1269-1288 (2010) - [j6]Xiaoping Liu, Xia Li, Xiaohu Zhang:
Determining Class Proportions Within a Pixel Using a New Mixed-Label Analysis Method. IEEE Trans. Geosci. Remote. Sens. 48(4-1): 1882-1891 (2010)
2000 – 2009
- 2009
- [j5]Xia Li, Jinqiang He, Xiaoping Liu:
Intelligent GIS for solving high-dimensional site selection problems using ant colony optimization techniques. Int. J. Geogr. Inf. Sci. 23(4): 399-416 (2009) - [j4]Xia Li, Jinqiang He, Xiaoping Liu:
Ant intelligence for solving optimal path-covering problems with multi-objectives. Int. J. Geogr. Inf. Sci. 23(7): 839-857 (2009) - 2008
- [j3]Xia Li, Xiaoping Liu:
Embedding sustainable development strategies in agent-based models for use as a planning tool. Int. J. Geogr. Inf. Sci. 22(1): 21-45 (2008) - [j2]Xiaoping Liu, Xia Li, Lin Liu, Jinqiang He, Bin Ai:
A bottom-up approach to discover transition rules of cellular automata using ant intelligence. Int. J. Geogr. Inf. Sci. 22(11&12): 1247-1269 (2008) - [j1]Xiaoping Liu, Xia Li, Lin Liu, Jinqiang He, Bin Ai:
An Innovative Method to Classify Remote-Sensing Images Using Ant Colony Optimization. IEEE Trans. Geosci. Remote. Sens. 46(12): 4198-4208 (2008) - 2007
- [c1]Xiaoping Liu, Xia Li, Bing Ai, Shaokun Wu, Tao Liu:
Kernel-Based Cellular Automata for Urban Simulation. ICNC (3) 2007: 556-560
Coauthor Index
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